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Gemini 3.1 Pro (high)

Google · 3 offers

Top 2 cheapest providers (Adjusted $/task)

The same list price can give a different adjusted $/task (caching, token efficiency) — click a price for its inputs.

Within the active global provider, residency and confidentiality filters.

#ProviderAdjusted $/task
1Google Vertex AI
2T-Systems LLM Hub

Composite

3 of 7 inputs · 2 from the model family6 radar axes: DesignArena's two boards share one

68.0

AA CodingCoding Agent v1.4AA IntelligenceAA AgenticEpoch ECISoftware ECIDesignArenaCoding Agent v1.4: percentile 7Epoch ECI: percentile 66Software ECI: percentile 48

AA Coding Coding Agent v1.4 32.9AA Intelligence AA Agentic Epoch ECI 155.0Software ECI 152.1DesignArena —/—

Radar: percentile among all models measured on each input; a gap means not measured.

Benchmark sheet

1 of 140 registered benchmark versions · bars show the percentile among all models measured on each benchmark.

Composite attachments (used in the score, not counted as exact benchmarks):
  • Epoch ECI · attached
  • Software ECI · attached
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Coding

Missing coverage · 144 benchmark versions

No result does not mean a zero, or that the model was never tested. Collection failures and disputed versions retain their distinct status.

Token offers by platform · 3 offers (Adjusted $/task)

Click any underlined price to see how it is estimated and where each input comes from. How we calculate adjusted cost.

3 offers within the active global filters; “—” means the catalog is active but no public token price is available.

Google Vertex AI (1)

Google Vertex AI

T-Systems LLM Hub (2)

T-Systems LLM Hub
T-Systems LLM Hub
Gemini 3.1 Pro (high) — benchmarks & cost | Benchmark Heaven